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Each of the makers on this page gives the same reason: artificial-intelligence hardware bought more memory than the industry could make.
Micron’s filing puts it in one sentence: "AI-driven memory and storage growth is outpacing industry supply." 1
SK hynix describes the effect on everyone else: "In a market environment where customer demand exceeds supply capabilities, the ability to deliver requested volumes in a timely manner has emerged as a core business competitiveness." 4
DeeperThe detail
The mechanism has two halves, and the second is the one that reaches an ordinary buyer.
First, AI systems need a special kind of memory. High-bandwidth memory, HBM, is built by stacking DRAM dies vertically. Making those dies draws on the same finite pool of DRAM wafer capacity that ordinary memory is made from, even though stacking and packaging them takes additional steps of its own.
Second, that capacity has to come from somewhere. SK hynix states the consequence plainly in its own market outlook: "As resources are diverted to HBM, the supply-demand balance for general DRAM is improving." 9 Read from the maker’s side, "improving" means prices firming. Read from a buyer’s side, it means the ordinary memory in an ordinary computer got scarcer because the wafers went elsewhere.
Nanya describes the same squeeze from the receiving end: "AI and general-purpose servers continue to drive strong demand for HBM and RDIMM, constraining memory supply for smartphones, PCs, automotive, and consumer electronics" 5. So does Samsung, whose Memory Business, it says, "achieved another record-breaking quarter by proactively addressing AI demand despite limited capacity" 3.
ExpertFor specialists
You can date the turn from Samsung’s own language, quarter by quarter, because it changes.
| Quarter | What Samsung said about price |
| Q3 2025 (30 Oct 2025) | "A favorable price environment and notably reduced one-off costs such as inventory value adjustments contributed to higher profits." 10 |
| Q4 2025 (29 Jan 2026) | "driven by expanded sales of HBM and other high-value-added products, as well as the overall market price surge." 11 |
| Q1 2026 (30 Apr 2026) | "The Memory Business surpassed its quarterly sales record by addressing high-value-added AI demand despite limited supply availability, with industry-wide memory price increases also a contributing factor." 8 |
| Q2 2026 (30 Jul 2026) | "The continued industry-wide upward trend of prices also contributed to the record earnings." 3 |
The wording moves from "favorable" to "surge" to "continued…upward trend" across four quarters, and Samsung’s group operating profit moves with it: KRW 12.2 trillion in Q3 2025, KRW 20.1 trillion in Q4 2025, KRW 57.2 trillion in Q1 2026, KRW 89.5 trillion in Q2 2026 10 11 8 3.
The turn was also anticipated in writing before it fully arrived, which is unusual and worth recording.
SK hynix published a market outlook on 5 January 2026 built around what it called a supercycle, noting that "The term “supercycle” has been used in the industry to describe the strong momentum in the memory sector since 2024" 9. In the same piece it relays a forecast it attributes to a trade-statistics body rather than making it itself: "According to the World Semiconductor Trade Statistics (WSTS), the global semiconductor market will grow by more than 25% year-over-year in 2026, reaching approximately $975 billion, with the memory segment increasing at 30% growth." 9 That attribution clause is part of the sentence and is kept here, because a forecast SK hynix passes on is a different thing from a forecast SK hynix makes.
Two months earlier, a much smaller company had been more specific about which parts would tighten. Etron Technology’s November 2025 investor conference described a "shortage in memory supply, a situation that is unlikely to ease in the near term", and named the products: "specific products such as DDR4, DDR3, and LPDDR4/4X are expected to remain in tight supply until the second half of next year, or even continue to 2027" 12. Those are the older memory types — the ones in machines people already own and want to upgrade.
By January 2026 the foundry side was moving too. PSMC announced it had "followed the signing of a Letter of Intent (LOI) with Micron Technology by immediately launching a DRAM process advancement plan", describing a "global DRAM market’s long-term supply deficit driven by the explosion of AI applications" and saying it was "capitalizing on opportunities presented by supply shortages and rising prices" 13.
A causal claim this page states carefully, because the usual version of it overshoots. It is widely written that the makers discontinued DDR4 in this period, and that this is why older memory rose fastest. No maker’s own announcement of a 2025 or 2026 DDR4 discontinuation or output reduction was found for this page. What does exist is older and narrower: Micron issued product change notice 34165 on 2 June 2021, titled "End of Life (EOL) of Select DDR3, DDR4 and RLDRAM Products", stating that "Micron will discontinue select DDR3, DDR4 and RLDRAM components and modules." 14 That is a 2021 notice covering select parts, four years before the surge, and it will not carry the weight the popular version puts on it. Capacity being diverted toward AI products is documented in the makers’ own words above; a wholesale DDR4 cancellation during the surge is not, and the two should not be run together.